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Visualize remaining training time when fitting a GLM object. #379

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geektoni opened this issue May 13, 2020 · 3 comments
Closed

Visualize remaining training time when fitting a GLM object. #379

geektoni opened this issue May 13, 2020 · 3 comments

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@geektoni
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When training a model it would be beneficial to visualize some kind of progress bar to understand how much time it will take to complete all the iterations (at least if we do not converge).

For instance, this feature could be easily added by wrapping a range object with tqdm (https://github.com/tqdm/tqdm). A flag could be then passed to the GLM object to enable/disable this feature.

Any thoughts on this?
geektoni added a commit to geektoni/pyglmnet that referenced this issue May 13, 2020
@geektoni
Addressing issue glm-tools#379.
a75a0c2 
GLM objects can show the current training progress statistics (remaining time, iterations/sec, etc.).
This is true also for GLMCV objects.

* Add tqdm (https://github.com/tqdm/tqdm/) as requirement.
@geektoni geektoni mentioned this issue May 13, 2020
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@jasmainak
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I think you might be able to achieve this using logging module or print commands?

@geektoni
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I think you might be able to achieve this using logging module or print commands?

I'm not very familiar with the logging module, but I guess it depends on how much the users care about the "visual" experience. It would be possible to add just print statement all over the place, but I guess it wouldn't be a very elegant solution (too many print would kind of pollute the codebase).

geektoni added a commit to geektoni/pyglmnet that referenced this issue Jun 22, 2020
@geektoni
Addressing issue glm-tools#379.
ceb2bb2 
GLM objects can show the current training progress statistics (remaining time, iterations/sec, etc.).
This is true also for GLMCV objects.

* Use tqdm (https://github.com/tqdm/tqdm/) if available. If it is not available, then we use the
  non-interactive version instead.
geektoni added a commit to geektoni/pyglmnet that referenced this issue Jun 22, 2020
@geektoni
Addressing issue glm-tools#379.
cef718f 
GLM objects can show the current training progress statistics (remaining time, iterations/sec, etc.).
This is true also for GLMCV objects.

* Use tqdm (https://github.com/tqdm/tqdm/) if available. If it is not available, then we use the
  non-interactive version instead.
geektoni added a commit to geektoni/pyglmnet that referenced this issue Jun 23, 2020
@geektoni
Addressing issue glm-tools#379.
71026f4 
GLM objects can show the current training progress statistics (remaining time, iterations/sec, etc.).
This is true also for GLMCV objects.

* Use tqdm (https://github.com/tqdm/tqdm/) if available. If it is not available, then we use the
  non-interactive version instead.
* Use tqdm.auto to easily switch automatically from command line to notebook.
* Update what's new section.
geektoni added a commit to geektoni/pyglmnet that referenced this issue Jun 27, 2020
@geektoni
Addressing issue glm-tools#379.
dcb2263 
GLM objects can show the current training progress statistics (remaining time, iterations/sec, etc.).
This is true also for GLMCV objects.

* Use tqdm (https://github.com/tqdm/tqdm/) if available. If it is not available, then we use the
  non-interactive version instead.
* Use tqdm.auto to easily switch automatically from command line to notebook.
* Update What's New section.
geektoni added a commit to geektoni/pyglmnet that referenced this issue Jun 27, 2020
@geektoni
Addressing issue glm-tools#379.
8b92287 
GLM objects can show the current training progress statistics (remaining time, iterations/sec, etc.).
This is true also for GLMCV objects.

* Use tqdm (https://github.com/tqdm/tqdm/) if available. If it is not available, then we use the
  non-interactive version instead.
* Use tqdm.auto to easily switch automatically from command line to notebook.
* Update What's New section.
geektoni added a commit to geektoni/pyglmnet that referenced this issue Jul 21, 2020
@geektoni
Addressing issue glm-tools#379.
bd460f1 
GLM objects can show the current training progress statistics (remaining time, iterations/sec, etc.).
This is true also for GLMCV objects.

* Use tqdm (https://github.com/tqdm/tqdm/) if available. If it is not available, then we use the
  non-interactive version instead.
* Use tqdm.auto to easily switch automatically from command line to notebook.
* Add _verbose_iterable method which converts a list into a tqdm iterator.
* Add _tqdm_log method to pretty print information while inside a tqdm loop.
* Update What's New section.
jasmainak pushed a commit that referenced this issue Jul 22, 2020
@geektoni
Addressing issue #379. (#380)
5d60189 
GLM objects can show the current training progress statistics (remaining time, iterations/sec, etc.).
This is true also for GLMCV objects.

* Use tqdm (https://github.com/tqdm/tqdm/) if available. If it is not available, then we use the
  non-interactive version instead.
* Use tqdm.auto to easily switch automatically from command line to notebook.
* Add _verbose_iterable method which converts a list into a tqdm iterator.
* Add _tqdm_log method to pretty print information while inside a tqdm loop.
* Update What's New section.
@geektoni
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Add tqdm support in #380.

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@geektoni @jasmainak